{"id":"W4392448301","doi":"10.1101/2024.03.05.24303395","title":"Epidemiology, clinical characteristics, and transmission patterns of a novel Mpox (Monkeypox) outbreak in eastern Democratic Republic of the Congo (DRC): <i>an observational, cross-sectional cohort study</i>","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Izaak Walton Killam Health Centre; Dalhousie University","funders":"European and Developing Countries Clinical Trials Partnership; Research Nova Scotia; Canadian Institutes of Health Research; Dalhousie University; Conservation Action Research Network; Dalhousie Medical Research Foundation","keywords":"Outbreak; Epidemiology; Medicine; Transmission (telecommunications); Cohort; Monkeypox; Cohort study; Cross-sectional study; Observational study; Demography; Pediatrics; Virology; Internal medicine; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006001115,0.0002613174,0.0002168101,0.0006839705,0.0005706457,0.0007672639,0.000338978,0.0004002565,0.000772182],"category_scores_gemma":[0.001666693,0.0003547753,0.000244539,0.000716513,0.0003677904,0.0005229104,0.000449157,0.0004579406,0.000158888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006265449,"about_ca_system_score_gemma":0.0004098397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923208,"about_ca_topic_score_gemma":0.01836474,"domain_scores_codex":[0.9995993,0.0001222771,0.00005125298,0.0001018105,0.00004361211,0.00008182115],"domain_scores_gemma":[0.9989328,0.0001232299,0.0005621727,0.00007599348,0.00009912524,0.0002067605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000343332,0.00002891176,0.9993302,0.000002564826,0.00001066827,0.00009924926,0.0001453537,0.000008969018,0.0001238589,0.000004059904,0.00005689418,0.0001549863],"study_design_scores_gemma":[0.000005521291,0.00008473411,0.9985139,0.000006559979,0.00001004497,0.0005420633,0.000579295,0.00009648289,0.00003788109,0.000004186045,0.0001160853,0.000003303819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995298,0.00003519554,0.00002414209,0.00001347382,0.000001228321,0.000009231024,0.0003051469,9.235757e-7,0.00008074901],"genre_scores_gemma":[0.9994891,0.00004455257,0.0000481667,0.00001566392,0.000004225232,0.00001504331,0.0003339178,8.78793e-7,0.0000484816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01923208,"threshold_uncertainty_score":0.03824031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1676264545686229,"score_gpt":0.4060995236080472,"score_spread":0.2384730690394243,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}